■ Specialization and related fields
Intelligent informatics, Perceptual information processing, Web informatics and service informatics
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■ Business career
1.
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2009/04~2017/03
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Aoyama Gakuin University College of Science and Engineering Department of Integrated Information Technology Associate Professor
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2.
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2017/04~
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Aoyama Gakuin University College of Science and Engineering Department of Integrated Information Technology Professor
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■ Belonging society
1.
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1994/01~
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Information Processing Society of Japan
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2.
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1995/04~
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The Japanese Society for Artificial Intelligence
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3.
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1998/01~
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IEEE
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4.
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1999/05~
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AAAI
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5.
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2000/10~
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The Institute of Electronics, Information and Communication Engineers
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■ Winning science prize
1. |
2014/10 |
Best Research Paper Award, The 2014 International Conferene on Data Science and Advanced Analytics
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2. |
2016/08 |
Best Research Paper , The 14th Pacific Rim International Conference on Artificial Intelligence
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■ Official position and committee in Univ.
1. |
2021/04/01~2023/03/31 |
Aoyama Gakuin University Associate Director, Institute of Information and Media
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2. |
2023/04/01~2025/03/31 |
Aoyama Gakuin University Associate Director, Institute of Information and Media
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■ Research topic, funded research, and department laboratory expense
1. |
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Analyzing big data and its application (Key Word : )
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2. |
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Pattern discovery from graph structured data (Key Word : )
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3. |
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Personalization-based knowledge acquisition and its application (Key Word : )
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4. |
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Social networks analysis (Key Word : )
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■ Book and thesis
1.
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Book
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「Pruning Strategies Based on the Upper Bound of Information Gain for Discriminative Subgraph Mining」『Knowledge Acquisition: Approaches, Algorithms and Applications, Pacific Rim Knowledge Acquisition Workshop, PKAW 2008, Hanoi, Vietnam, December 15-16, 2008, Revised Selected Papers』(D. Richards and B. H. Kang Ed.) pp.50-60 2009/06
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2.
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Book
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「Apriori」『Top 10 Algorithms in Data Mining』(X. Wu and V. Kumar Ed.) pp.61-92 2009/04
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3.
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Book
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「Analysis of Hepatitis Dataset by Decision Tree Based on Graph-Based Induction」『New Frontiers in Artificial Intelligence, JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31 - June 4, 2004, Revised Selected Papers』(A. Sakurai, K. Hasida, and K. Nitta Ed.) Lecture Note in Artificial Intelligence, Springer-Verlag,pp.5-28 2007/04
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4.
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Book
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「Constructing Decision Trees Based On Chunkingless Graph-Based Induction」『Mining Graph Data』(L. B. Holder and D. J. Cook Ed.) pp.203-226 2006/11
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5.
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Book
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「Extracting Diagnostic Knowledge from Hepatitis Dataset by Decision Tree Graph-Based Induction」『Active Mining: Second International Workshop, AM 2003, Maebashi, Japan, October 2003. Revised Selected Papers』(S. Tsumoto, T. Yamaguchi, M. Numao and H. Motoda Ed.) pp.126-151 2005/08
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6.
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Book
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「Constructing a Decision Tree for Graph-Structured Data and its Applications」『Advances in Mining Graphs, Trees and Sequences』(T. Washio, L. De Raedt and J. N. Knok Ed.) pp.131-160 2005/06
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7.
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Article
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Speeding-up Node Influence Computation for Huge Social Networks International Journal of Data Science and Analytics pp.3-16 (Collaboration) 2016/04
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8.
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Article
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A new centrality measure of node importance for information diffusion over social network Information Sciences (Collaboration) 2016/02
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9.
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Article
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Analysis of Mediator-Activity Effects for Trust-Network Evolution in Social Media Transactions on Mathematical Modeling and its Applications, The Information Processing Society of Japan (IPSJ) pp.44-56 (Collaboration) 2015/07
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10.
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Article
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Change point detection for burst analysis from an observed information diffusion sequence of tweets Journal of Intelligent Information Systems (JIIS) (Collaboration) 2015/04
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11.
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Article
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Learning to predict opinion share and detect anti-majority opinionists in social networks Journal of Intelligent Information Systems, Springer pp.5-37 (Collaboration) 2013/08
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12.
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Article
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Detecting Changes in Information Diffusion Pattern over Social Network ACM Transactions on Intelligent Systems and Technology (TIST) (Collaboration) 2013/06
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13.
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Article
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Learning Asynchronous-Time Information Diffusion Models and Its Application to Behavioral Data Analysis over Social Networks Journal of Computer Engineering and Informatics (JCEI) pp.30-57 (Collaboration) 2013/04
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14.
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Article
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Burst Detection in a Sequence of Tweets based on Information Diffusion Model DBSJ Journal pp.25-30 (Collaboration) 2012/10
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15.
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Article
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Efficient discovery of influential nodes for SIS models in social networks Knowledge and Information Systems pp.613-635 (Collaboration) 2012/03
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16.
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Article
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Estimating Method of Expected Influence Curve from Single Diffusion Sequence on Social Networks The Transactions on Information and Systems (Japanese Edition) Vol.J94-D(No.11),pp.1899-1908 (Collaboration) 2011/11
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17.
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Article
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Learning information diffusion model in a social network for predicting influence of nodes Intelligent Data Analysis pp.633-652 (Collaboration) 2011/06
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18.
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Article
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DryadeParent, an Efficient and Robust Closed Attribute Tree Mining Algorithm IEEE transactions on Knowledge and Data Engineering pp.300-320 (Collaboration) 2008/03
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19.
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Article
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Learning Personal Preference from Viewer's Operations for Browsing and its Application to Baseball Video Retrieval and Summarization IEEE transactions on Multimedia pp.1016-1025 (Collaboration) 2007/08
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20.
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Article
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Constructing a Decision Tree for Graph-Structured Data and its Applications Fundamenta Informaticae pp.131-160 (Collaboration) 2005/03
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21.
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Article
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Modification of Document Classification Rules based on Misclassification Transactions of Information Processing Society of Japan pp.1880-1889 (Collaboration) 2002/06
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22.
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Article
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Learning System for Default Rules Capable of Dynamically Determining Generality of Target Concept in a Class Hierarchy Transactions of Japanese Society for Artificial Intelligence pp.153-161 (Collaboration) 2002/04
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23.
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Article
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Acquiring Relations between Two Classes Based on Dissimilarity between Instances Transactions of Information Processing Society of Japan pp.3193-3196 (Collaboration) 2000/11
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24.
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Article
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Knowledge Acquisition in Databases by Generating Negative Instances Based on Similarity between Instances in Database Journal of Japanese Society for Artificial Intelligence pp.862-870 (Collaboration) 2000/09
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25.
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Article
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Knowledge-Base Reconstruction by Means of Changing the Viewpoint of Exceptions within Incomplete Knowledge Journal of Japanese Society for Artificial Intelligence pp.485-494 (Collaboration) 1999/05
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26.
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Article
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Relational Algebraic Representation for Query Procedure in Advanced Logical DataBase Handling Incomplete Knowledge Transactions of Information Processing Society of Japan pp.1433-1440 (Collaboration) 1995/06
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27.
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Other
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Scientific Knowledge Discovery Using Inductive Logic Programming pp.17-21 (Single) 2002/02
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